Queueing Analysis of the IBM 2314 Disk Storage Facility
Journal of the ACM (JACM)
A Cyclic-Queue Model of System Overhead in Multiprogrammed Computer Systems
Journal of the ACM (JACM)
Processor Sharing Queueing Models of Mixed Scheduling Disciplines for Time Shared System
Journal of the ACM (JACM)
Throughput Analysis of Some Idealized Input, Output, and Compute Overlap Configurations
ACM Computing Surveys (CSUR)
Computational algorithms for closed queueing networks with exponential servers
Communications of the ACM
Operating Systems
Multitype multiprogramming: Probability models and numerical procedures
SIGMETRICS '76 Proceedings of the 1976 ACM SIGMETRICS conference on Computer performance modeling measurement and evaluation
An analytic performance model of a multiprogrammed batch-timeshared computer
SIGMETRICS '76 Proceedings of the 1976 ACM SIGMETRICS conference on Computer performance modeling measurement and evaluation
A hardware monitor study of a CDC KRONOS system
SIGMETRICS '76 Proceedings of the 1976 ACM SIGMETRICS conference on Computer performance modeling measurement and evaluation
Using Covariance Analysis as an aid to interpret the results of a performance measurement
SIGMETRICS '76 Proceedings of the 1976 ACM SIGMETRICS conference on Computer performance modeling measurement and evaluation
Fundamental laws of computer system performance
SIGMETRICS '76 Proceedings of the 1976 ACM SIGMETRICS conference on Computer performance modeling measurement and evaluation
A multiple subsystem simulator of processor scheduling
ANSS '75 Proceedings of the 3rd symposium on Simulation of computer systems
I/O buffer performance in a virtual memory system
ANSS '76 Proceedings of the 4th symposium on Simulation of computer systems
Experience with the central server model on a lightly-loaded system
ANSS '76 Proceedings of the 4th symposium on Simulation of computer systems
A simulation model of GECOS III
ACM '71 Proceedings of the 1971 26th annual conference
A simulation model to aid in the design and tuning of hierarchical databases
WSC '74 Proceedings of the 7th conference on Winter simulation - Volume 1
Issues in computer performance evaluation: some consensus, some divergence
ACM SIGMETRICS Performance Evaluation Review
Multiprogramming system performance measurement and analysis
AFIPS '68 (Spring) Proceedings of the April 30--May 2, 1968, spring joint computer conference
Analysis of a complex data management access method by simulation modeling
AFIPS '70 (Fall) Proceedings of the November 17-19, 1970, fall joint computer conference
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The design dilemma faced by the designer is to satisfy a set of conflicting user demands and resolve a set of conflicting resource requirements concurrently. In light of the complexity of modern systems, it is assumed that good system design need only produce satisfactory performance for both criteria. Current evaluative techniques, however, concentrate on either the user criterion or the system criterion aspect of the total design problem, but not both. A methodology has been developed that establishes a formal liaison between the evaluation of user goals as a function of system activity and the evaluation of resource utilization as a function of user demand, thereby creating a design/evaluation process that encompasses both criteria. The methodology employs three stages in an iterative manner to produce a "satisfactory" design. The IPSS simulator models and measures system activity, multiple goal programming evaluates both user and system goals, and heuristic procedures determine design modifications to improve performance. A functional description of the methodology and an example of its use will be presented.